Random sampling with a reservoir
ACM Transactions on Mathematical Software (TOMS)
Probabilistic counting algorithms for data base applications
Journal of Computer and System Sciences
Processing aggregate relational queries with hard time constraints
SIGMOD '89 Proceedings of the 1989 ACM SIGMOD international conference on Management of data
A linear-time probabilistic counting algorithm for database applications
ACM Transactions on Database Systems (TODS)
On estimating the size of projections
ICDT '90 Proceedings of the third international conference on database theory on Database theory
Error-constrained COUNT query evaluation in relational databases
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Improved histograms for selectivity estimation of range predicates
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
The space complexity of approximating the frequency moments
STOC '96 Proceedings of the twenty-eighth annual ACM symposium on Theory of computing
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Histogram-based estimation techniques in database systems
Histogram-based estimation techniques in database systems
Size-estimation framework with applications to transitive closure and reachability
Journal of Computer and System Sciences
New sampling-based summary statistics for improving approximate query answers
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Random sampling for histogram construction: how much is enough?
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Data cube approximation and histograms via wavelets
Proceedings of the seventh international conference on Information and knowledge management
Approximate computation of multidimensional aggregates of sparse data using wavelets
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Join synopses for approximate query answering
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Ripple joins for online aggregation
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
The Aqua approximate query answering system
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Statistical estimators for relational algebra expressions
Proceedings of the seventh ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Towards estimation error guarantees for distinct values
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Congressional samples for approximate answering of group-by queries
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
A robust, optimization-based approach for approximate answering of aggregate queries
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Progressive approximate aggregate queries with a multi-resolution tree structure
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Estimating simple functions on the union of data streams
Proceedings of the thirteenth annual ACM symposium on Parallel algorithms and architectures
Histogram-Based Approximation of Set-Valued Query-Answers
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Approximate Query Processing Using Wavelets
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
ICICLES: Self-Tuning Samples for Approximate Query Answering
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Sampling-Based Estimation of the Number of Distinct Values of an Attribute
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Fast Incremental Maintenance of Approximate Histograms
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Fast Approximate Answers to Aggregate Queries on a Data Cube
SSDBM '99 Proceedings of the 11th International Conference on Scientific and Statistical Database Management
Mining database structure; or, how to build a data quality browser
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Distributed streams algorithms for sliding windows
Proceedings of the fourteenth annual ACM symposium on Parallel algorithms and architectures
Fast incremental maintenance of approximate histograms
ACM Transactions on Database Systems (TODS)
Approximate Query Processing: Taming the TeraBytes
Proceedings of the 27th International Conference on Very Large Data Bases
A new two-phase sampling based algorithm for discovering association rules
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Comparing Data Streams Using Hamming Norms (How to Zero In)
IEEE Transactions on Knowledge and Data Engineering
Routing networks for distributed hash tables
Proceedings of the twenty-second annual symposium on Principles of distributed computing
Extended wavelets for multiple measures
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Processing set expressions over continuous update streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Holistic UDAFs at streaming speeds
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Tracking set-expression cardinalities over continuous update streams
The VLDB Journal — The International Journal on Very Large Data Bases
Range-Efficient Computation of F" over Massive Data Streams
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Maintaining Implicated Statistics in Constrained Environments
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Join-distinct aggregate estimation over update streams
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Space efficient mining of multigraph streams
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Sampling algorithms in a stream operator
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Holistic aggregates in a networked world: distributed tracking of approximate quantiles
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Domain-Driven Data Synopses for Dynamic Quantiles
IEEE Transactions on Knowledge and Data Engineering
Sketching streams through the net: distributed approximate query tracking
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Summarizing and mining inverse distributions on data streams via dynamic inverse sampling
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Towards estimating the number of distinct value combinations for a set of attributes
Proceedings of the 14th ACM international conference on Information and knowledge management
ACM Computing Surveys (CSUR)
Sketching asynchronous streams over a sliding window
Proceedings of the twenty-fifth annual ACM symposium on Principles of distributed computing
On biased reservoir sampling in the presence of stream evolution
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
XSKETCH synopses for XML data graphs
ACM Transactions on Database Systems (TODS)
ACM Transactions on Sensor Networks (TOSN)
Counting distinct items over update streams
Theoretical Computer Science
A priority random sampling algorithm for time-based sliding windows over weighted streaming data
Proceedings of the 2007 ACM symposium on Applied computing
On synopses for distinct-value estimation under multiset operations
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Maintaining bernoulli samples over evolving multisets
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Dissemination of compressed historical information in sensor networks
The VLDB Journal — The International Journal on Very Large Data Bases
Comparing data streams using Hamming norms (how to zero in)
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
How to summarize the universe: dynamic maintenance of quantiles
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Distributed set-expression cardinality estimation
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Model-driven data acquisition in sensor networks
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
A simple and efficient estimation method for stream expression cardinalities
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Randomized algorithms for data reconciliation in wide area aggregate query processing
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
A stratified approach to progressive approximate joins
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Why go logarithmic if we can go linear?: Towards effective distinct counting of search traffic
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Analytic-based estimation of query result sizes
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Approximate continuous querying over distributed streams
ACM Transactions on Database Systems (TODS)
Efficient and scalable statistics gathering for large databases in Oracle 11g
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Feature-preserved sampling over streaming data
ACM Transactions on Knowledge Discovery from Data (TKDD)
Note: Order statistics and estimating cardinalities of massive data sets
Discrete Applied Mathematics
Multi-query optimization for sketch-based estimation
Information Systems
AMID: Approximation of MultI-measured Data using SVD
Information Sciences: an International Journal
Leveraging discarded samples for tighter estimation of multiple-set aggregates
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Evaluating top-k queries over incomplete data streams
Proceedings of the 18th ACM conference on Information and knowledge management
Coordinated weighted sampling for estimating aggregates over multiple weight assignments
Proceedings of the VLDB Endowment
Preventing bad plans by bounding the impact of cardinality estimation errors
Proceedings of the VLDB Endowment
Correlation maps: a compressed access method for exploiting soft functional dependencies
Proceedings of the VLDB Endowment
Aggregate computation over data streams
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
PinKDD'07 Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD
An optimal algorithm for the distinct elements problem
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Histograms reloaded: the merits of bucket diversity
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Fully decentralized computation of aggregates over data streams
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques
Counting distinct objects over sliding windows
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
Better size estimation for sparse matrix products
APPROX/RANDOM'10 Proceedings of the 13th international conference on Approximation, and 14 the International conference on Randomization, and combinatorial optimization: algorithms and techniques
CORADD: correlation aware database designer for materialized views and indexes
Proceedings of the VLDB Endowment
Fully decentralized computation of aggregates over data streams
ACM SIGKDD Explorations Newsletter
Regression on evolving multi-relational data streams
Proceedings of the 2011 Joint EDBT/ICDT Ph.D. Workshop
Get the most out of your sample: optimal unbiased estimators using partial information
Proceedings of the thirtieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Counting distinct items over update streams
ISAAC'05 Proceedings of the 16th international conference on Algorithms and Computation
Streams, security and scalability
DBSec'05 Proceedings of the 19th annual IFIP WG 11.3 working conference on Data and Applications Security
Continuous sampling from distributed streams
Journal of the ACM (JACM)
A scalable supervised algorithm for dimensionality reduction on streaming data
Information Sciences: an International Journal
Secure Distributed Data Aggregation
Foundations and Trends in Databases
Proceedings of the 15th International Conference on Extending Database Technology
Sort-sharing-aware query processing
The VLDB Journal — The International Journal on Very Large Data Bases
Sketch-based querying of distributed sliding-window data streams
Proceedings of the VLDB Endowment
Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches
Foundations and Trends in Databases
Efficient sampling of non-strict turnstile data streams
FCT'13 Proceedings of the 19th international conference on Fundamentals of Computation Theory
Estimating duplication by content-based sampling
USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
Sketch-based geometric monitoring of distributed stream queries
Proceedings of the VLDB Endowment
Proceedings of the VLDB Endowment
Adaptive stratified reservoir sampling over heterogeneous data streams
Information Systems
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